{"id":"W7055061361","doi":"","title":"Canada Sustainable Business Spending: Size and Forecast 2009-2014","year":2010,"lang":"en","type":"dissertation","venue":"Spiral (Imperial College London)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Sustainable development; Government (linguistics); Productivity; Production (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002281648,0.0005295356,0.0006162473,0.0001524953,0.0004578747,0.000259179,0.0004332443,0.0002422052,0.1633759],"category_scores_gemma":[0.0001095556,0.0005233153,0.0001026122,0.0004212864,0.00006954679,0.00006571851,0.000186061,0.0006798276,0.00003181882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005487228,"about_ca_system_score_gemma":0.00348786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7917636,"about_ca_topic_score_gemma":0.7765058,"domain_scores_codex":[0.9972191,0.00005687367,0.0005101679,0.000648673,0.0006675958,0.0008975742],"domain_scores_gemma":[0.9983192,0.000143021,0.0002560226,0.0004477115,0.000524927,0.0003091039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002963569,0.0004561088,0.006812649,0.002038743,0.0004272808,0.0005948192,0.0004421002,0.000003247881,0.03442133,0.1313283,0.7383783,0.08213357],"study_design_scores_gemma":[0.002760094,0.0001762118,0.01380548,0.00007524937,0.0001042238,0.000003347853,0.003703893,0.00004076225,0.003204421,0.0008534342,0.9743085,0.0009644184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7211129,0.0001215486,0.000001508275,0.0004303095,0.0019181,0.001466685,0.0006739174,0.00002361263,0.2742514],"genre_scores_gemma":[0.6225962,0.00001313232,0.00008073944,0.00004741493,0.001486526,0.0001766393,0.001039462,0.00006638938,0.3744935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2359302,"threshold_uncertainty_score":0.9997218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004956773029079547,"score_gpt":0.2274258196774403,"score_spread":0.2224690466483607,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}